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基于神经网络的软件质量综合评价方法 被引量:12

An Overall Evaluating Method for Software Qualities Based on Neural Networks
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摘要 研究了软件质量评价的度量模型,指出了软件综合质量评价中需要解决的一致性与稳定性问题,提出了基于前向单隐层神经网络的软件质量评价方法,一个软件质量评价实例表明,该方法具有满意的效果。 This paper studies metric models of software quality evaluations and in particular looks into consistency and stability in global quality evaluations. Furthermore, this paper proposes a global evaluation method based on feedforward single-hidden-layer neural networks. An application result shows that the presented method is quite effective.
出处 《华东理工大学学报(自然科学版)》 CAS CSCD 北大核心 2004年第3期292-295,共4页 Journal of East China University of Science and Technology
基金 上海市科技发展基金项目(02DZ05042 02DZ15016)
关键词 度量模型 神经网络 软件质量评价 metric model neural network software quality evaluations
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参考文献11

  • 1[1]Rubey R J, Hartwick R D. Quantitative measurement of program quality[A]. Proceedings of the 23rd ACM National Conference[C]. NewYork: ACM Press, 1968. 671-677.
  • 2[2]Boehm B W, Brown J R, Caspaer H, et al. Characteristics of Software Quality[M]. New York: Publishing Company, 1978. 861-867.
  • 3[3]Boehm B W, Brown J R, Lipow M. Quantitative evaluation of software quality[A]. Proceedings of the 2nd International Conference on Software Engineering[C]. San Francisco, CA, USA:[s.n.], 1976. 13-15,592-605.
  • 4[4]Cavano J P, McCall J A. A framework for the measurement of software quality[A]. Proceedings of the Software Quality and Assurance Workshop[C]. Amsterdam, North-Holland: Publishing Company, 1978. 133-140.
  • 5[5]Murine G E. Measuring software product quality[J]. Quality Progress, 1984, 17(5):16-20.
  • 6朱三元.软件质量及其评价技术[M].北京:清华大学出版社,1990..
  • 7[7]Dromey R G. A model for software product quality[J]. IEEE Transactions on Software Engineering, 1995, 21(2):146-162.
  • 8杨根兴,高大启.改进的RBF神经网络模式分类方法应用研究[J].华东理工大学学报(自然科学版),2001,27(6):684-692. 被引量:6
  • 9[9]GAO D, YANG G. Influences of variable scales and activation functions on the performances of multilayer feedforward neural networks[J]. Pattern Recognition, 2003, 36(4):869-878.
  • 10[11]ISO/IEC9126-1 2001,Software Engineering Product Quality Part 1: Quality Model[S].

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